Nowadays, Machine Learning (ML) is one of the broadest research and popular fields in disease diagnosis systems [1]}. Due to continually generating a large amount of data in medical domains, the researcher and practitioners are drawn to applied Machine Learning [2]}, [3]}. The application of Machine Learning is not limited to disease diagnosis but extends to disease prediction, forecasting expected life expectancy, patient treatments, and drug discovery [4]}. While there are various definitions of ML, one of the definitions that primarily integrates data, Artificial Intelligence (AI), and performance is the definition provided by International Business Machines Corporation (IBM), is as follows:
